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drMurder
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customer_churn_dataset

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train · 10k rows

customerID stringlengths 6 10	gender stringclasses 2 values	SeniorCitizen float64 0 1 ⌀	Partner stringclasses 2 values	Dependents stringclasses 2 values	tenure float64 1 72 ⌀	PhoneService stringclasses 2 values	MultipleLines stringclasses 3 values	InternetService stringclasses 3 values	OnlineSecurity stringclasses 3 values	OnlineBackup stringclasses 3 values	Churn int64 0 1
Cust_1	Male	0	Yes	No	2	Yes	No	null	No	No internet service	1
Cust_2	Female	1	No	No	null	Yes	No	Fiber optic	Yes	Yes	0
Cust_3	Male	0	null	Yes	null	null	Yes	null	No	null	0
Cust_4	Male	1	No	No	13	Yes	No phone service	null	No	null	0
Cust_5	null	1	Yes	Yes	55	No	No	null	Yes	Yes	1
Cust_6	Female	0	No	No	32	Yes	Yes	DSL	Yes	Yes	1
Cust_7	Male	1	null	null	22	No	null	No	Yes	No	0
Cust_8	null	1	Yes	No	55	null	No	Fiber optic	No internet service	No	0
Cust_9	Male	0	Yes	null	17	No	No phone service	Fiber optic	No internet service	Yes	0
Cust_10	Female	0	Yes	Yes	70	No	Yes	No	Yes	Yes	1
Cust_11	Male	0	Yes	No	51	Yes	No	Fiber optic	No	Yes	1
Cust_12	Male	0	No	No	8	No	No phone service	DSL	No	null	0
Cust_13	Male	1	Yes	Yes	null	Yes	No	Fiber optic	Yes	No	0
Cust_14	Male	0	No	Yes	10	No	Yes	No	Yes	Yes	0
Cust_15	Female	0	Yes	Yes	19	Yes	Yes	DSL	No internet service	Yes	0
Cust_16	null	0	null	No	14	Yes	Yes	Fiber optic	Yes	No	0
Cust_17	Female	null	No	Yes	67	Yes	No	No	No internet service	No internet service	1
Cust_18	Female	0	No	Yes	55	No	Yes	Fiber optic	Yes	Yes	0
Cust_19	Female	1	null	Yes	61	No	null	No	No	No	1
Cust_20	Male	0	Yes	Yes	56	Yes	No phone service	Fiber optic	Yes	No internet service	0
Cust_21	Female	1	Yes	Yes	63	No	No phone service	Fiber optic	No	No	1
Cust_22	Male	0	No	Yes	null	null	No phone service	DSL	Yes	No	1
Cust_23	Female	0	No	Yes	47	null	No phone service	null	No internet service	null	0
Cust_24	Female	0	Yes	No	6	Yes	null	Fiber optic	Yes	No	1
Cust_25	Female	0	No	Yes	34	Yes	Yes	No	No	Yes	1
Cust_26	Female	0	No	No	65	Yes	No	No	No	No internet service	0
Cust_27	Female	null	Yes	No	64	Yes	No phone service	Fiber optic	No	Yes	1
Cust_28	Female	0	No	Yes	null	null	null	Fiber optic	Yes	No	1
Cust_29	null	0	Yes	No	31	No	No	DSL	No internet service	null	0
Cust_30	Female	1	Yes	No	62	No	No	Fiber optic	No internet service	No	1
Cust_31	Male	0	Yes	Yes	54	No	No	Fiber optic	No internet service	Yes	1
Cust_32	Male	1	No	No	8	No	No	No	No	No internet service	1
Cust_33	Female	0	No	Yes	42	Yes	No phone service	DSL	No	No internet service	0
Cust_34	null	1	No	Yes	41	Yes	null	null	No internet service	No	0
Cust_35	Female	0	No	Yes	59	Yes	No phone service	Fiber optic	No internet service	Yes	0
Cust_36	Male	0	null	Yes	40	No	null	null	null	No	1
Cust_37	Female	0	Yes	Yes	22	Yes	Yes	null	Yes	Yes	0
Cust_38	null	1	No	Yes	24	No	No phone service	Fiber optic	Yes	No internet service	0
Cust_39	Male	1	null	Yes	38	No	null	Fiber optic	No internet service	Yes	1
Cust_40	Male	1	No	No	null	No	Yes	No	No internet service	Yes	0
Cust_41	Male	1	null	null	41	Yes	Yes	DSL	No internet service	No	0
Cust_42	Male	0	Yes	No	19	No	No	DSL	No	Yes	1
Cust_43	Female	0	No	Yes	2	No	Yes	No	No internet service	No internet service	0
Cust_44	null	0	Yes	Yes	null	No	No phone service	No	Yes	No internet service	0
Cust_45	Female	1	No	null	16	No	No phone service	No	Yes	No internet service	1
Cust_46	Female	0	No	No	22	No	No phone service	null	No	No	0
Cust_47	Female	1	No	No	14	Yes	Yes	null	Yes	Yes	0
Cust_48	Male	null	Yes	No	56	No	Yes	null	Yes	null	1
Cust_49	Female	1	No	No	65	No	No	No	null	No	1
Cust_50	Female	1	Yes	No	45	No	No	No	Yes	No internet service	0
Cust_51	Male	1	Yes	No	54	Yes	Yes	Fiber optic	No	No internet service	1
Cust_52	Female	null	No	Yes	66	null	No phone service	Fiber optic	null	null	1
Cust_53	Male	1	Yes	Yes	46	Yes	Yes	DSL	No	No	0
Cust_54	Female	1	Yes	No	33	No	null	Fiber optic	No	No internet service	1
Cust_55	Male	0	Yes	No	50	Yes	null	Fiber optic	null	No internet service	1
Cust_56	Female	1	No	No	22	Yes	Yes	Fiber optic	No	Yes	0
Cust_57	Female	1	Yes	null	40	null	Yes	DSL	Yes	No internet service	1
Cust_58	Male	0	Yes	No	null	No	Yes	Fiber optic	No internet service	No internet service	0
Cust_59	Male	0	No	Yes	41	No	No phone service	null	No internet service	Yes	0
Cust_60	Male	0	No	Yes	null	null	null	DSL	No internet service	No	1
Cust_61	null	1	Yes	null	7	No	No phone service	Fiber optic	No	Yes	0
Cust_62	Male	0	Yes	null	71	Yes	No	DSL	null	Yes	1
Cust_63	null	0	Yes	Yes	4	null	No phone service	Fiber optic	No internet service	No internet service	0
Cust_64	Male	0	Yes	Yes	59	No	No	DSL	No	No	0
Cust_65	Male	1	No	Yes	26	Yes	null	No	Yes	No internet service	1
Cust_66	Female	0	No	Yes	31	Yes	Yes	Fiber optic	Yes	No	1
Cust_67	Female	1	Yes	null	69	Yes	No phone service	Fiber optic	Yes	Yes	1
Cust_68	Male	1	No	No	52	Yes	Yes	DSL	No	No	1
Cust_69	null	0	Yes	Yes	72	No	Yes	No	Yes	No internet service	0
Cust_70	Female	1	No	Yes	21	No	Yes	Fiber optic	Yes	No	0
Cust_71	Female	1	No	Yes	16	Yes	No phone service	No	No	No	1
Cust_72	Female	0	Yes	No	null	Yes	Yes	Fiber optic	No	No	0
Cust_73	Male	1	Yes	No	16	No	No phone service	No	Yes	No internet service	1
Cust_74	Female	0	null	Yes	18	Yes	No	Fiber optic	No internet service	Yes	1
Cust_75	Male	null	Yes	No	47	Yes	No phone service	DSL	No internet service	null	0
Cust_76	Female	1	No	Yes	56	Yes	No phone service	DSL	No	No	0
Cust_77	Female	0	No	Yes	28	No	No phone service	No	null	No	1
Cust_78	Female	0	Yes	Yes	56	No	No	Fiber optic	No	No	0
Cust_79	Male	1	No	Yes	37	No	No	Fiber optic	No internet service	Yes	1
Cust_80	Female	1	No	Yes	null	Yes	No	No	null	null	1
Cust_81	Male	0	Yes	null	65	No	Yes	Fiber optic	No internet service	No	1
Cust_82	Female	null	Yes	Yes	60	Yes	No phone service	DSL	No	No	1
Cust_83	Male	1	No	Yes	61	No	No phone service	Fiber optic	No internet service	null	0
Cust_84	Female	1	Yes	Yes	11	Yes	Yes	DSL	No	Yes	0
Cust_85	null	1	Yes	Yes	66	Yes	Yes	No	Yes	Yes	0
Cust_86	Male	0	No	No	32	No	No phone service	Fiber optic	No	No internet service	1
Cust_87	Female	0	No	Yes	19	No	Yes	No	Yes	null	1
Cust_88	Male	null	Yes	Yes	56	Yes	Yes	DSL	Yes	No	1
Cust_89	Female	0	No	No	null	Yes	No	No	null	Yes	1
Cust_90	Female	null	Yes	Yes	3	null	Yes	No	No	Yes	0
Cust_91	Female	0	Yes	Yes	null	Yes	Yes	Fiber optic	No internet service	No	1
Cust_92	Female	null	No	null	72	Yes	No phone service	No	No	No	1
Cust_93	Female	0	No	Yes	29	No	Yes	null	No	No	1
Cust_94	Female	1	Yes	No	59	null	Yes	Fiber optic	No	Yes	0
Cust_95	Female	1	Yes	null	null	No	null	No	No internet service	null	1
Cust_96	Female	1	Yes	Yes	22	No	No	DSL	null	No internet service	0
Cust_97	Female	0	null	No	71	No	No phone service	Fiber optic	No	Yes	1
Cust_98	Female	1	Yes	Yes	23	No	No	DSL	No internet service	No internet service	0
Cust_99	Female	0	No	Yes	70	Yes	Yes	Fiber optic	No	No internet service	1
Cust_100	Male	1	Yes	No	40	No	No phone service	No	No internet service	Yes	0

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